Model Comparison
Qwen2.5 72B Instruct vs Qwen3 VL 235B A22B InstructWhich is better in 2026?
Qwen3 VL 235B A22B Instruct significantly outperforms across most benchmarks. Qwen2.5 72B Instruct is 1.6x cheaper per token.
Verdict: Qwen2.5 72B Instruct vs Qwen3 VL 235B A22B Instruct — which is better?
Qwen2.5 72B Instruct (by Alibaba Cloud / Qwen Team) and Qwen3 VL 235B A22B Instruct (by Alibaba Cloud / Qwen Team) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.
Qwen2.5 72B Instruct outperforms in 0 benchmarks, while Qwen3 VL 235B A22B Instruct is better at 4 benchmarks (IFEval, MMLU-Pro, MMLU-Redux, MultiPL-E). Qwen3 VL 235B A22B Instruct significantly outperforms across most benchmarks.
On price, Qwen2.5 72B Instruct is roughly 1.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Qwen3 VL 235B A22B Instruct also accepts a larger context window (262,144 input tokens), making it the stronger choice for long documents and large codebases.
Choose Qwen2.5 72B Instruct if…
- cost matters — it's about 1.6x cheaper per token
Choose Qwen3 VL 235B A22B Instruct if…
- you want the strongest raw capability — it leads on 4 of 4 shared benchmarks
- you process long inputs — it offers a 262,144 token context window
- you want the most recent training data — it shipped Sep 2025
Performance Benchmarks
Comparative analysis across standard metrics
Qwen2.5 72B Instruct outperforms in 0 benchmarks, while Qwen3 VL 235B A22B Instruct is better at 4 benchmarks (IFEval, MMLU-Pro, MMLU-Redux, MultiPL-E).
Qwen3 VL 235B A22B Instruct significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Qwen2.5 72B Instruct ($0.35/1M tokens) is 1.2x more expensive than Qwen3 VL 235B A22B Instruct ($0.30/1M tokens).
For output processing, Qwen2.5 72B Instruct ($0.40/1M tokens) is 3.7x cheaper than Qwen3 VL 235B A22B Instruct ($1.49/1M tokens).
In conclusion, Qwen3 VL 235B A22B Instruct is more expensive than Qwen2.5 72B Instruct.*
* Using a 3:1 ratio of input to output tokens
Model Size
Parameter count comparison
Qwen3 VL 235B A22B Instruct has 163.3B more parameters than Qwen2.5 72B Instruct, making it 224.6% larger.
Context Window
Maximum input and output token capacity
Qwen3 VL 235B A22B Instruct accepts 262,144 input tokens compared to Qwen2.5 72B Instruct's 131,072 tokens. Qwen3 VL 235B A22B Instruct can generate longer responses up to 262,144 tokens, while Qwen2.5 72B Instruct is limited to 8,192 tokens.
Input Capabilities
Supported data types and modalities
Qwen3 VL 235B A22B Instruct supports multimodal inputs, whereas Qwen2.5 72B Instruct does not.
Qwen3 VL 235B A22B Instruct can handle both text and other forms of data like images, making it suitable for multimodal applications.
Qwen2.5 72B Instruct
Qwen3 VL 235B A22B Instruct
License
Usage and distribution terms
Qwen2.5 72B Instruct is licensed under Qwen, while Qwen3 VL 235B A22B Instruct uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Qwen
Open weights
Apache 2.0
Open weights
Release Timeline
When each model was launched
Qwen2.5 72B Instruct was released on 2024-09-19, while Qwen3 VL 235B A22B Instruct was released on 2025-09-22.
Qwen3 VL 235B A22B Instruct is 12 months newer than Qwen2.5 72B Instruct.
Sep 19, 2024
1.8 years ago
Sep 22, 2025
9 months ago
1.0yr newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
Qwen2.5 72B Instruct is available from DeepInfra, Hyperbolic, Fireworks, Together. Qwen3 VL 235B A22B Instruct is available from DeepInfra, Novita.
Qwen2.5 72B Instruct
Qwen3 VL 235B A22B Instruct
Outputs Comparison
Key Takeaways
Qwen2.5 72B Instruct
View detailsAlibaba Cloud / Qwen Team
Qwen3 VL 235B A22B Instruct
View detailsAlibaba Cloud / Qwen Team
Detailed Comparison
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FAQ
Common questions about Qwen2.5 72B Instruct vs Qwen3 VL 235B A22B Instruct.